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Chapter 10 · Vector Algebra

Miscellaneous · Q16 (MCQ): When is a⃗⋅b⃗≥0\vec a\cdot\vec b\ge0⁠?

Miscellaneous ExerciseSign of the scalar product · Section 10.6.1
The question

If θ\theta is the angle between two vectors a⃗\vec a and b⃗\vec b⁠, then a⃗⋅b⃗≥0\vec a\cdot\vec b \ge 0 only when

(A) 0<θ<π20 < \theta < \frac{\pi}{2}

(B) 0≤θ≤π20 \le \theta \le \frac{\pi}{2}

(C) 0<θ<π0 < \theta < \pi

(D) 0≤θ≤π0 \le \theta \le \pi

Exam answer

a⃗⋅b⃗=∣a⃗∣∣b⃗∣cos⁡θ\vec a\cdot\vec b = |\vec a||\vec b|\cos\theta⁠, where ∣a⃗∣>0|\vec a| > 0⁠, ∣b⃗∣>0|\vec b| > 0 and 0≤θ≤π0 \le \theta \le \pi⁠.

So a⃗⋅b⃗≥0  ⟺  cos⁡θ≥0\vec a\cdot\vec b \ge 0 \iff \cos\theta \ge 0   ⟺  0≤θ≤π2\iff 0 \le \theta \le \frac{\pi}{2}⁠.

Answer: (B) 0≤θ≤π20 \le \theta \le \dfrac{\pi}{2}

Want the reason behind every step, the basics and the checks?

The one idea this problem is built on

In a⃗⋅b⃗=∣a⃗∣∣b⃗∣cos⁡θ\vec a\cdot\vec b = |\vec a||\vec b|\cos\theta the lengths are positive, so the sign of a⃗⋅b⃗\vec a\cdot\vec b is the sign of cos⁡θ\cos\theta. On [0,π][0, \pi] the cosine is ≥0\ge 0 exactly on [0,π2]\left[0, \frac{\pi}{2}\right]⁠.

Given, to find, and the plan
Given
θ\theta is the angle between a⃗\vec a and b⃗\vec b⁠; since an angle is defined, both vectors are nonzero, and 0≤θ≤π0 \le \theta \le \pi⁠.
To find
The exact set of angles for which a⃗⋅b⃗≥0\vec a\cdot\vec b \ge 0⁠, among (A) to (D).
Plan
(1) Reduce the sign of a⃗⋅b⃗\vec a\cdot\vec b to the sign of cos⁡θ\cos\theta⁠. (2) Find where cos⁡θ≥0\cos\theta \ge 0 on [0,π][0, \pi]⁠. (3) Examine every option. (4) Check with vectors.

Basics you need

1The scalar product and the angle

a⃗⋅b⃗=∣a⃗∣∣b⃗∣cos⁡θ\vec a\cdot\vec b = |\vec a||\vec b|\cos\theta with 0≤θ≤π0 \le \theta \le \pi⁠, defined when a⃗\vec a and b⃗\vec b are nonzero (Section 10.6.1, Definition 2). Lesson: the dot product

2The sign of the cosine

On [0,π][0, \pi]⁠, cos⁡θ>0\cos\theta > 0 for 0≤θ<π20 \le \theta < \frac{\pi}{2}⁠, cos⁡π2=0\cos\frac{\pi}{2} = 0⁠, and cos⁡θ<0\cos\theta < 0 for π2<θ≤π\frac{\pi}{2} < \theta \le \pi (school trigonometry). Basics: cos θ is a shadow

Solution

  1. The sign of a⃗⋅b⃗\vec a\cdot\vec b is the sign of cos⁡θ\cos\theta

    a⃗⋅b⃗=∣a⃗∣∣b⃗∣⏟>0cos⁡θ.\vec a\cdot\vec b = \underbrace{|\vec a||\vec b|}_{> 0}\cos\theta.

    So a⃗⋅b⃗≥0\vec a\cdot\vec b \ge 0 if and only if cos⁡θ≥0\cos\theta \ge 0⁠.

    The question speaks of the angle between a⃗\vec a and b⃗\vec b⁠, and an angle is defined only when both vectors are nonzero. Then ∣a⃗∣∣b⃗∣|\vec a||\vec b| is a positive number, and multiplying by a positive number does not change a sign.
    Section 10.6.1, Definition 2. Lesson: the dot product
  2. Where cos⁡θ≥0\cos\theta \ge 0 on [0,π][0, \pi]

    cos⁡θ≥0, 0≤θ≤π  ⟺  0≤θ≤π2.\cos\theta \ge 0,\ 0 \le \theta \le \pi \iff 0 \le \theta \le \frac{\pi}{2}.
    1 −1 π/2 π θ cos θ a·b ≥ 0 for 0 ≤ θ ≤ π/2 a·b < 0 for π/2 < θ ≤ π
    The graph of cos⁡θ\cos\theta for 0≤θ≤π0 \le \theta \le \pi⁠, drawn with one scale on both axes. The part where cos⁡θ≥0\cos\theta \ge 0⁠, and so a⃗⋅b⃗≥0\vec a\cdot\vec b \ge 0⁠, is 0≤θ≤π20 \le \theta \le \frac{\pi}{2}⁠, both ends included.
    The cosine decreases from 1 at θ=0\theta = 0 to 0 at θ=π2\theta = \frac{\pi}{2} and on to −1-1 at θ=π\theta = \pi⁠. Both ends of [0,π2]\left[0, \frac{\pi}{2}\right] belong to the set: at θ=0\theta = 0⁠, a⃗⋅b⃗=∣a⃗∣∣b⃗∣>0\vec a\cdot\vec b = |\vec a||\vec b| > 0⁠, and at θ=π2\theta = \frac{\pi}{2}⁠, a⃗⋅b⃗=0\vec a\cdot\vec b = 0⁠, which still satisfies "≥0\ge 0".
    Section 10.6.1, Observations 2 and 3. Basics: cos θ is a shadow
  3. Examine every option

    (A) 0<θ<π20 < \theta < \frac{\pi}{2}⁠: leaves out θ=0\theta = 0 (parallel vectors, a⃗⋅b⃗=∣a⃗∣∣b⃗∣>0\vec a\cdot\vec b = |\vec a||\vec b| > 0⁠) and θ=π2\theta = \frac{\pi}{2} (perpendicular vectors, a⃗⋅b⃗=0\vec a\cdot\vec b = 0⁠). At these angles a⃗⋅b⃗≥0\vec a\cdot\vec b \ge 0 holds, so (A) is not the exact condition.

    (B) 0≤θ≤π20 \le \theta \le \frac{\pi}{2}⁠: exactly the set found in Step 2. (B) is correct.

    (C) 0<θ<π0 < \theta < \pi⁠: contains θ=2π3\theta = \frac{2\pi}{3}⁠, where a⃗⋅b⃗=−12∣a⃗∣∣b⃗∣<0\vec a\cdot\vec b = -\frac12|\vec a||\vec b| < 0⁠, and leaves out θ=0\theta = 0⁠. (C) fails.

    (D) 0≤θ≤π0 \le \theta \le \pi⁠: every possible angle, including θ=π\theta = \pi⁠, where a⃗⋅b⃗=−∣a⃗∣∣b⃗∣<0\vec a\cdot\vec b = -|\vec a||\vec b| < 0⁠. It is true of every pair of vectors, so it says nothing about the sign. (D) is not the exact condition.

    The intended reading is the exact condition: the set must contain every angle where a⃗⋅b⃗≥0\vec a\cdot\vec b \ge 0 and no angle where it fails. (A) misses two angles where the inequality holds, while (C) and (D) contain angles where it fails. Read word for word, "only when" asks only for the first half (every angle with a⃗⋅b⃗≥0\vec a\cdot\vec b \ge 0 lies in the set). On that reading (A) and (C) still fail, because each leaves out θ=0\theta = 0⁠, but (D) passes trivially, since every angle lies in [0,π][0, \pi]⁠. An option that holds for all vectors gives no information, so (B) is the answer intended, and it is the one the key gives.
    Section 10.6.1, Observations 2, 3 and 4. Lesson: the multiple-choice questions
  4. Check with vectors

    Take a⃗=i^\vec a = \hat i and three choices of b⃗\vec b⁠:

    b⃗=i^+j^: θ=π4, a⃗⋅b⃗=1>0,b⃗=j^: θ=π2, a⃗⋅b⃗=0,b⃗=−i^+j^: θ=3π4, a⃗⋅b⃗=−1<0.\begin{aligned} \vec b = \hat i + \hat j&:\ \theta = \tfrac{\pi}{4},\ \vec a\cdot\vec b = 1 > 0, \\ \vec b = \hat j&:\ \theta = \tfrac{\pi}{2},\ \vec a\cdot\vec b = 0, \\ \vec b = -\hat i + \hat j&:\ \theta = \tfrac{3\pi}{4},\ \vec a\cdot\vec b = -1 < 0. \end{aligned}
    The first two angles lie in [0,π2]\left[0, \frac{\pi}{2}\right] and give a⃗⋅b⃗≥0\vec a\cdot\vec b \ge 0⁠; the third lies outside and gives a negative product, as (B) predicts.
    Scalar product in components (Section 10.6.1). Lesson: the dot product
Result

a⃗⋅b⃗≥0\vec a\cdot\vec b \ge 0 exactly when cos⁡θ≥0\cos\theta \ge 0⁠, that is (B) 0≤θ≤π20 \le \theta \le \frac{\pi}{2}⁠.

(Textbook answer: (B).)

Check it with numbers

For a⃗=i^\vec a = \hat i⁠, b⃗=i^+j^\vec b = \hat i + \hat j⁠: cos⁡θ=11×2≈0.707107\cos\theta = \frac{1}{1 \times \sqrt2} \approx 0.707107⁠, so θ=45∘\theta = 45^\circ⁠, inside [0,π2]\left[0, \frac{\pi}{2}\right]⁠.

For b⃗=−i^+j^\vec b = -\hat i + \hat j⁠: cos⁡θ=−12≈−0.707107\cos\theta = -\frac{1}{\sqrt2} \approx -0.707107⁠, so θ=135∘\theta = 135^\circ⁠, outside, and a⃗⋅b⃗=−1\vec a\cdot\vec b = -1⁠.

At the end points: cos⁡0=1\cos 0 = 1 and cos⁡π2=0\cos\frac{\pi}{2} = 0⁠, both ≥0\ge 0⁠.

Common mistakes
  1. Choosing (A). The strict inequalities leave out θ=π2\theta = \frac{\pi}{2}⁠, where a⃗⋅b⃗=0\vec a\cdot\vec b = 0⁠, and "≥0\ge 0" includes 0.
  2. Choosing (D). It is true of every angle, including obtuse ones where a⃗⋅b⃗<0\vec a\cdot\vec b < 0⁠.
  3. Forgetting that the lengths are positive. The sign argument needs ∣a⃗∣∣b⃗∣>0|\vec a||\vec b| > 0⁠, which holds because the angle is defined.
What to take away
  1. The sign of a⃗⋅b⃗\vec a\cdot\vec b is the sign of cos⁡θ\cos\theta⁠.
  2. a⃗⋅b⃗>0\vec a\cdot\vec b > 0⁠: acute; =0= 0⁠: right angle; <0< 0⁠: obtuse.
  3. Watch strict and non-strict inequalities in the options.

Every fact used, and where it comes from

FactUsed inSource
a⃗⋅b⃗=∣a⃗∣∣b⃗∣cos⁡θ\vec a\cdot\vec b = |\vec a||\vec b|\cos\theta⁠, 0≤θ≤π0 \le \theta \le \piSteps 1, 3Section 10.6.1, Definition 2 (Lesson: the dot product)
θ=π2\theta = \frac{\pi}{2}⁠: a⃗⋅b⃗=0\vec a\cdot\vec b = 0⁠; θ=0\theta = 0⁠: ∣a⃗∣∣b⃗∣|\vec a||\vec b|⁠; θ=π\theta = \pi⁠: −∣a⃗∣∣b⃗∣-|\vec a||\vec b|Steps 2, 3Section 10.6.1, Observations 2, 3 and 4
Sign of cos⁡θ\cos\theta on [0,π][0, \pi]Step 2School trigonometry (Basics: cos θ is a shadow)
Scalar product in componentsStep 4, CheckSection 10.6.1
The answerResultNCERT answer key, Miscellaneous Exercise Q16 (Lesson: the multiple-choice questions)
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